2 papers
stat.AP2018
Using Machine Learning to Assess the Risk of and Prevent Water Main Breaks
Avishek Kumar, Syed Ali Asad Rizvi, Benjamin Brooks +8
Water infrastructure in the United States is beginning to show its age, particularly through water main breaks. Main breaks cause major disruptions in everyday life for residents a…
cs.AI2016
Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation
Kevin H. Wilson, Yan Karklin, Bojian Han +1
Estimating student proficiency is an important task for computer based learning systems. We compare a family of IRT-based proficiency estimation methods to Deep Knowledge Tracing (…